Unverified50% confidenceCautionExact time
If the frontend's own locator attributes are chaotic (non-standard data-testid naming, incomplete ARIA), the index can only faithfully reflect the chaos and cannot automatically fix testability.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/13/2026
First Seen
Valid until: 1/11/2027
Sources
Related Entities
Related Claims
UnverifiedIn invalid input tests, the error message and absence of side effects must both hold simultaneously for a failure to be considered clean, and the database should be completely unchanged before and after.64% similarUnverifiedThe same type of error may correspond to completely different causes: unclear instructions and retrieval that fails to cover key documents both manifest as "answering the wrong question"; lacking real-time values and lacking private knowledge both manifest as "fabricating content"; insufficient base model capability and noisy training data labels may also produce seemingly similar errors.62% similarUnverifiedAutomatic metrics such as BLEU and ROUGE only do surface matching, cannot identify semantic errors, and cannot distinguish error severity.62% similarUnverifiedSchema validation for tool calls can only catch structural issues (type errors, missing required fields) and cannot catch semantic errors.62% similarUnverifiedHumans are not reliable command validators; a database migration script missing a WHERE clause could wipe an entire table.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1021645API
curl https://kongchang.com/api/v1/knowledge/claims/1021645MCP
get_claim(id=1021645)